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import streamlit as st
import numpy as np
import pandas as pd
st.write("""
**A problem statement in machine learning defines the specific issue you want to solve using data and machine learning techniques. It should clearly explain:**
- What the problem is
- Why solving it is important
- What data is available
- What the expected outcome will look like
""")
st.write("""
**Examples of ML Problem Statements:**
- **Predicting House Prices:**
- Problem: We want to predict the price of houses based on features like size, location, number of bedrooms, etc.
- Why: This helps buyers make informed decisions and real estate agents price houses correctly.
- Data: Historical data about house prices and their features.
- Expected Outcome: A model that predicts the price of a house given its features.
""") |